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| Criterion |  UX Research Empathy Mapping |  Operations Barrier Analysis |  UX Research User Interviews |  UX Research Personas |
|---|---|---|---|---|
Purposedifferent | When a lot is assumed about a target group but little is seen jointly, empathy mapping makes knowledge and gaps directly comparable. The picture also shows which assumptions hold up and where evidence is missing. | For a risk that can only be managed through multiple layers of protection, the method examines the effectiveness of each barrier. It shows where safeguards are missing, too weak, or fail under real conditions. | When teams derive needs only from assumptions and real motives are missing, user interviews give direct access to behavior and meaning. Conversations from the target group's everyday life make patterns, tensions, and open questions solidly visible. | When target groups stay too vague and teams talk about the same people differently, personas create a shared, solid picture of usage. Condensed profiles make needs, contexts, and differences tangible enough for decisions. |
Complexitydifferent | Low | Medium | Low | Medium |
Timedifferent | 30–60 min | 2-4 h | 30–60 min per interview | 1-3 Tage |
Participantsdifferent | 4-8 | 2-6 | 1 participant per interview | Internes Team |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Barrier Inventory, Failure Analysis per Barrier, Action Backlog | Interview Notes, Themes, Insight Summary | Persona Profiles, Needs Summary, Scenario Notes |
Tagsno overlap | SynthesisQualitativeWorkshop | Root causeSafetyIncident | QualitativeResearchCustomerDiscovery | ResearchCustomerSynthesis |